python-mcparseface

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What this project does

This project lets you use Google's SyntaxNet (AKA Parsey McParseface) from python code and without hours of installing and training models.

How to run the parser

import pyparseface

parsed_sentence_dict = pyparseface.parse_sentence(
  "Maybe there was once a human who looked like you, and somewhere along the "
  "line you killed him and took his place. And your superiors don't know.")
print("OrderedDict: %s\n" % parsed_sentence_dict)
pyparseface.pretty_print_dict(parsed_sentence_dict)

Output

OrderedDict: OrderedDict([(u'was VBD ROOT', OrderedDict([(u'Maybe RB advmod', OrderedDict()), (u'there EX expl', OrderedDict()), (u'once RB advmod', OrderedDict()), (u'human NN nsubj', OrderedDict([(u'a DT det', OrderedDict()), (u'looked VBD rcmod', OrderedDict([(u'who WP nsubj', OrderedDict()), (u'like IN prep', OrderedDict([(u'you PRP pobj', OrderedDict())]))]))])), (u', , punct', OrderedDict()), (u'and CC cc', OrderedDict()), (u'killed VBD conj', OrderedDict([(u'somewhere RB advmod', OrderedDict([(u'along IN prep', OrderedDict([(u'line NN pobj', OrderedDict([(u'the DT det', OrderedDict())]))]))])), (u'you PRP nsubj', OrderedDict()), (u'him PRP dobj', OrderedDict()), (u'and CC cc', OrderedDict()), (u'took VBD conj', OrderedDict([(u'place. NN dobj', OrderedDict([(u'his PRP$ poss', OrderedDict())]))])), (u'And CC cc', OrderedDict()), (u'know VB conj', OrderedDict([(u'superiors NNS nsubj', OrderedDict([(u'your PRP$ poss', OrderedDict())])), (u'do VBP aux', OrderedDict()), (u"n't RB neg", OrderedDict())]))])), (u'. . punct', OrderedDict())]))])

was VBD ROOT
 +-- Maybe RB advmod
 +-- there EX expl
 +-- once RB advmod
 +-- human NN nsubj
 |   +-- a DT det
 |   +-- looked VBD rcmod
 |       +-- who WP nsubj
 |       +-- like IN prep
 |           +-- you PRP pobj
 +-- , , punct
 +-- and CC cc
 +-- killed VBD conj
 |   +-- somewhere RB advmod
 |   |   +-- along IN prep
 |   |       +-- line NN pobj
 |   |           +-- the DT det
 |   +-- you PRP nsubj
 |   +-- him PRP dobj
 |   +-- and CC cc
 |   +-- took VBD conj
 |   |   +-- place. NN dobj
 |   |       +-- his PRP$ poss
 |   +-- And CC cc
 |   +-- know VB conj
 |       +-- superiors NNS nsubj
 |       |   +-- your PRP$ poss
 |       +-- do VBP aux
 |       +-- n't RB neg
 +-- . . punct

Author

Most of the hard stuff was written by Google. Ben Plowman made it slightly easier to get up and running.